ORIGINAL RESEARCH
Published on 27 Sep 2022
Plant recognition by AI: Deep neural nets, transformers, and kNN in deep embeddings
doi 10.3389/fpls.2022.787527
- 27,534 views
- 23 citations
- Frontiers in Plant Science
- Technical Advances in Plant Science
- Research Topics
- Plant Biodiversity Science in the Era of Artificial Intelligence
Plant Biodiversity Science in the Era of Artificial Intelligence
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PERSPECTIVE
Published on 20 May 2022
A Perspective on Plant Phenomics: Coupling Deep Learning and Near-Infrared Spectroscopy
doi 10.3389/fpls.2022.836488
- 4,605 views
- 13 citations
ORIGINAL RESEARCH
Published on 06 May 2022
Very High Resolution Species Distribution Modeling Based on Remote Sensing Imagery: How to Capture Fine-Grained and Large-Scale Vegetation Ecology With Convolutional Neural Networks?
doi 10.3389/fpls.2022.839279
- 4,893 views
- 20 citations
ORIGINAL RESEARCH
Published on 29 Apr 2022
Global Estimation and Mapping of the Conservation Status of Tree Species Using Artificial Intelligence
doi 10.3389/fpls.2022.839792
- 4,693 views
- 24 citations
ORIGINAL RESEARCH
Published on 22 Apr 2022
Deep Species Distribution Modeling From Sentinel-2 Image Time-Series: A Global Scale Analysis on the Orchid Family
doi 10.3389/fpls.2022.839327
- 5,112 views
- 16 citations
ORIGINAL RESEARCH
Published on 19 Apr 2022
Estimating Alpha, Beta, and Gamma Diversity Through Deep Learning
doi 10.3389/fpls.2022.839407
- 63,509 views
- 47 citations
ORIGINAL RESEARCH
Published on 01 Apr 2022
Using Deep Learning to Identify Costa Rican Native Tree Species From Wood Cut Images
doi 10.3389/fpls.2022.789227
- 3,581 views
- 12 citations
SYSTEMATIC REVIEW
Published on 17 Mar 2022
Deep Learning in Plant Phenological Research: A Systematic Literature Review
doi 10.3389/fpls.2022.805738
- 15,113 views
- 46 citations
ORIGINAL RESEARCH
Published on 09 Feb 2022
Flower Mapping in Grasslands With Drones and Deep Learning
doi 10.3389/fpls.2021.774965
- 6,869 views
- 27 citations
ORIGINAL RESEARCH
Published on 01 Feb 2022
The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition
doi 10.3389/fpls.2021.787127
- 6,551 views
- 7 citations
ORIGINAL RESEARCH
Published on 26 Jan 2022
Image-Based Automated Recognition of 31 Poaceae Species: The Most Relevant Perspectives
doi 10.3389/fpls.2021.804140
- 4,310 views
- 18 citations
ORIGINAL RESEARCH
Published on 21 Jan 2022
Towards Sustainable North American Wood Product Value Chains, Part I: Computer Vision Identification of Diffuse Porous Hardwoods
doi 10.3389/fpls.2021.758455
- 2,713 views
- 7 citations
